Publications associées à Profiling (information science)

Data-Driven Behaviour Estimation in Parametric Games

A central question in multi-agent strategic games deals with learning the underlying utilities driving the agents' behaviour. Motivated by the increasing availability of large data-sets, we develop an unifying data-driven technique to estimate agents' util ...

Elsevier2023

TEE-based decentralized recommender systems: The raw data sharing redemption

Anne-Marie Kermarrec, Rafael Pereira Pires, Akash Balasaheb Dhasade, Nevena Dresevic

Recommenders are central in many applications today. The most effective recommendation schemes, such as those based on collaborative filtering (CF), exploit similarities between user profiles to make recommendations, but potentially expose private data. Fe ...

2022

Multi-Dimensional Explanation of Target Variables from Documents

Boi Faltings, Claudiu-Cristian Musat, Diego Matteo Antognini

Automated predictions require explanations to be interpretable by humans. Past work used attention and rationale mechanisms to find words that predict the target variable of a document. Often though, they result in a tradeoff between noisy explanations or ...

ASSOC ADVANCEMENT ARTIFICIAL INTELLIGENCE2021

Exploring drift effects in TCV single-null plasmas with the UEDGE code

Holger Reimerdes, Benoît Labit, Christian Gabriel Theiler, Roberto Maurizio

This paper explores the effects of particle drifts across the magnetic field in TCV single-null plasmas using the two-dimensional edge plasma transport code UEDGE. In particular, it aims to reproduce a double-peaked density target profile, a feature which ...

Institute of Physics2017

Target profiling of an antimetastatic RAPTA agent by chemical proteomics: relevance to the mode of action

Paul Joseph Dyson, Christian Hartinger

The clinical development of anticancer metallodrugs is often hindered by the elusive nature of their molecular targets. To identify the molecular targets of an antimetastatic ruthenium organometallic complex based on 1,3,5-triaza-7-phosphaadamantane (RAPTA ...

2015

User Profiling Using Submitted Review Content

Boi Faltings, Claudiu-Cristian Musat, Yizhong Liang

A computer-implemented method for generating a user profile of a user of an online platform, a computer-implemented method for providing a first user with targeted information and a computer-implemented method for providing a user of an online platform wit ...

2014

C3P: Context-Aware Crowdsourced Cloud Privacy

Karl Aberer, Hamza Harkous, Rameez Rahman

Due to the abundance of attractive services available on the cloud, people are placing an increasing amount of their data online on different cloud platforms. However, given the recent large-scale attacks on users data, privacy has become an important issu ...

Springer-Verlag Berlin2014

HyRec: leveraging browsers for scalable recommenders

Rachid Guerraoui, Anne-Marie Kermarrec, Davide Frey, Rhicheek Patra

The ever-growing amount of data available on the Internet calls for personalization. Yet, the most effective personalization schemes, such as those based on collaborative filtering (CF), are notoriously resource greedy. This paper presents HyRec, an online ...

ACM2014

Chattez avec Graph Search

Posez n’importe quelle question sur les cours, conférences, exercices, recherches, actualités, etc. de l’EPFL ou essayez les exemples de questions ci-dessous.

AVERTISSEMENT : Le chatbot Graph n'est pas programmé pour fournir des réponses explicites ou catégoriques à vos questions. Il transforme plutôt vos questions en demandes API qui sont distribuées aux différents services informatiques officiellement administrés par l'EPFL. Son but est uniquement de collecter et de recommander des références pertinentes à des contenus que vous pouvez explorer pour vous aider à répondre à vos questions.

Profiling (information science)

Data-Driven Behaviour Estimation in Parametric Games

TEE-based decentralized recommender systems: The raw data sharing redemption

Multi-Dimensional Explanation of Target Variables from Documents

Utility and privacy effects of a user action in a communication system

Towards Scalable Personalization

Exploring drift effects in TCV single-null plasmas with the UEDGE code

Target profiling of an antimetastatic RAPTA agent by chemical proteomics: relevance to the mode of action

User Profiling Using Submitted Review Content

C3P: Context-Aware Crowdsourced Cloud Privacy

HyRec: leveraging browsers for scalable recommenders

Graph Chatbot

Chattez avec Graph Search

Multi-Dimensional Explanation of Target Variables from Documents

Data-Driven Behaviour Estimation in Parametric Games

User Profiling Using Submitted Review Content

C3P: Context-Aware Crowdsourced Cloud Privacy

Utility and privacy effects of a user action in a communication system

TEE-based decentralized recommender systems: The raw data sharing redemption

Towards Scalable Personalization

HyRec: leveraging browsers for scalable recommenders

Target profiling of an antimetastatic RAPTA agent by chemical proteomics: relevance to the mode of action

Exploring drift effects in TCV single-null plasmas with the UEDGE code